The graph represents a network of 1,409 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 November 2020 at 13:07 UTC.
The requested start date was Wednesday, 18 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 19-hour, 9-minute period from Friday, 13 November 2020 at 05:51 UTC to Wednesday, 18 November 2020 at 01:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 1409
Unique Edges : 1782
Edges With Duplicates : 14860
Total Edges : 16642
Number of Edge Types : 5
Tweet : 1319
Mentions : 921
Retweet : 6563
MentionsInRetweet : 7800
Replies to : 39
Self-Loops : 1805
Reciprocated Vertex Pair Ratio : 0.00928414365990716
Reciprocated Edge Ratio : 0.01839748244977
Connected Components : 83
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1268
Maximum Edges in a Connected Component : 16395
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.360269
Graph Density : 0.00208229159945803
Modularity : 0.163683
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,409 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 19 November 2020 at 13:07 UTC.
The requested start date was Wednesday, 18 November 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 19-hour, 9-minute period from Friday, 13 November 2020 at 05:51 UTC to Wednesday, 18 November 2020 at 01:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot bigdata
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3469] #bigdata,#analytics [3144] #analytics,#datascience [2758] #iot,#iiot [2265] #datascience,#ai [1974] #ai,#machinelearning [1676] #machinelearning,#iot [1549] #ai,#iot [1481] #python,#rstats [1222] #iiot,#python [845] #bigdata,#ai Top Word Pairs in Tweet in G1:
[511] #bigdata,#analytics [460] #analytics,#datascience [389] #iot,#iiot [358] #iot,#bigdata [331] #datascience,#ai [326] #stocks,#investment [298] #ai,#machinelearning [248] #machinelearning,#iot [236] #ai,#iot [200] #python,#rstats Top Word Pairs in Tweet in G2:
[2238] #bigdata,#analytics [2000] #analytics,#datascience [1783] #iot,#iiot [1430] #datascience,#ai [1224] #ai,#machinelearning [1054] #machinelearning,#iot [924] #python,#rstats [816] #ai,#iot [738] #iiot,#python [473] #datascience,#iot Top Word Pairs in Tweet in G3:
[454] #bigdata,#analytics [451] #analytics,#datascience [393] #iot,#iiot [326] #datascience,#ai [276] #ai,#machinelearning [260] #python,#rstats [249] #iiot,#python [243] #machinelearning,#iot [125] #datascience,#iot [106] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[106] #ai,#iot [76] #iot,#bigdata [47] #bigdata,#analytics [45] #tech,#technology [44] #bigdata,#internetofthings [43] #bigdata,#ai [41] #analytics,#datascience [40] #iot,#iiot [32] #datascience,#ai [32] fisher85m,#iot Top Word Pairs in Tweet in G5:
[300] #ai,#iot [238] #bigdata,#ai [203] #iot,#tech [189] #bigdata,#analytics [164] #analytics,#datascience [150] #tech,#data [139] #ai,#machinelearning [133] #iot,#iiot [131] #data,#usa [129] #datascience,#ai Top Word Pairs in Tweet in G6:
[29] read,more [21] machine,learning [18] artificial,intelligence [8] ai,man [8] man,ai [8] ai,robot [8] robot,part [6] ors,automático [6] automático,#rstudio [6] #newtecs,últimos Top Word Pairs in Tweet in G7:
[4] sminaev2015,frisesally [4] frisesally,angelicagallegs [4] mhall55nine,eoff_sylvia [4] eoff_sylvia,semicvet50 [4] semicvet50,brindusab1 [3] brindusab1,pasqualetotaro [3] arnabch01,sminaev2015 [2] angelicagallegs,yukarikingdom18 [2] yukarikingdom18,mhall55nine [2] pasqualetotaro,dianadep1 Top Word Pairs in Tweet in G9:
[15] 24,industries [15] industries,disrupted [15] disrupted,#ai [13] #ai,#insurtech [13] #insurtech,#fintech [13] #fintech,#ai [13] #ai,#bigdata [12] globaliqx,24 [12] #bigdata,#edtech [12] #edtech,#iot Top Word Pairs in Tweet in G10:
[38] read,more [38] internet,things [29] things,iot [27] more,#bigdata [19] #bigdata,#connecteddevices [16] #connecteddevices,#industrialiot [14] #industrialiot,#industry [13] #industry,#internet [13] #internet,#internetofthings [13] #internetofthings,#iot Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: